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Optimizing

Optimizing your Performance Max campaigns with Google Ads, GA4 data

Performance Max ads have been touted as an efficient way to manage Google Ads across multiple Google-owned channels, making campaign management simpler for PPC advertisers. It combines all of Google Ads’ channel options together in one campaign and uses Google’s AI (Gemini) to optimize budgets and ad serving across all channels based on performance.  On the surface, I’ve seen great results from our clients’ Performance Max campaigns, but it’s certainly left me wondering which channels performed best. Imagine

Optimizing Pandas Code: The Impact of Operation Sequence

Learn how to rearrange your code to achieve significant speed improvements.Continue reading on Towards Data Science » Learn how to rearrange your code to achieve significant speed improvements.Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to…

Optimizing Model Training – DZone

When you train a model, you send data through the network multiple times. Think of it like wanting to become the best basketball player. You aim to improve your shooting, passing, and positioning to minimize errors. Similarly, machines use repeated exposure to data to recognize patterns. This article will focus on a fundamental concept called backward propagation. After reading, you'll understand: What backward propagation is and why it's important Gradient descent and its type Backward propagation in machine…

Framework for Optimizing Generative AI to Meet Business Needs

The playbook for selecting right optimization strategy guided by clear business objectives to better meet the needs of customers.Source: Dalle3Generating human-like text and speech was once only possible in science fiction. But the rapid evolution of Large Language Models (LLMs) like GPT-3 and PaLM has brought this vision closer to reality, unlocking a range of promising business applications from chatbots to content creation.Yet, the general-purpose foundation models often fail to meet the needs of industry use cases.…

Strategies for Optimizing Your Online Store

Unlocking Success: Proven Ecommerce SEO Strategies to Optimize Your Online Store In the ever-expanding world of online commerce, having a robust Ecommerce SEO strategy is crucial for driving visibility, attracting traffic, and ultimately boosting sales. As search engines continually evolve, so do the techniques for optimizing your online store. In this article, we’ll explore proven Ecommerce SEO strategies to empower your business and ensure your products stand out in the digital marketplace. Keyword Research…

Optimizing Super Bowl Squares with Linear Programming

Super Bowl Sunday has historically captivated the American audience by catering to diverse interests. Football fanatics are enthralled by…Continue reading on Towards Data Science » Super Bowl Sunday has historically captivated the American audience by catering to diverse interests. Football fanatics are enthralled by…Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s…

Optimizing Small Language Models on a Free T4 GPU

Comprehensive Guide to Fine-Tuning Phi-2 using Direct Preference OptimizationContinue reading on Towards Data Science » Comprehensive Guide to Fine-Tuning Phi-2 using Direct Preference OptimizationContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials…

Optimizing Instance Type Selection for AI Development in Cloud Spot Markets

Instance Selection for Deep Learning — Part 2Photo by Mike Enerio on UnsplashThis post was written in collaboration with Tomer Berkovich, Yitzhak Levi, and Max Rabin.Appropriate instance selection for machine learning (ML) workloads is an important decision with potentially significant implications on the speed and cost of development. In a previous post we expanded on this process, proposed a metric for making this important decision, and highlighted some of the many factors you should take into consideration. In this…

Optimizing Retrieval-Augmented Generation (RAG) by Selective Knowledge Graph Conditioning

Continue reading on Towards Data Science » Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the owner of the content and do not want us to publish your materials, please contact us by email – [email protected].…

AI in Logistics: Optimizing Container Fill Rate with Computer Vision

Leveraging AI for smarter logistics and data-driven perspective on container utilization, maximizing efficiency and ROIPhoto by Elevate on UnsplashOne of the most glaring inefficiencies in logistics is the problem of empty space. Shipping containers, the lifeblood of global trade, often sail partially filled, wasting precious space and resources. This inefficiency translates to an increase in operating costs and damage to the sustainability of business and the environment.Higher transportation costsCarriers base their…